DLC 2019
Data Life Cycle in Physics

Table of Contents

• Preface
  
  

• Towards the Baikal Open Laboratory in Astroparticle Physics 1-6
  Pavel Bezyazeekov, Igor Bychkov, Nikolay Budnev, Daria Chernykh, Yulia Kazarina, Dmitriy Kostunin, Alexander Kryukov, Roman Monkhoev, Alexey Shigarov, Dmitriy Shipilov
• Advanced Signal Reconstruction in Tunka-Rex with Matched Filtering and Deep Learning 7-16
  Pavel Bezyazeekov, Nikolai Budnev, Oleg Fedorov, Oleg Gress, Oleg Grishin, Andreas Haungs, Tim Huege, Yulia Kazarina, Matthias Kleifges, Dmitriy Kostunin, Elena Korosteleva, Leonid Kuzmichev, Vladimir Lenok, Nima Lubsandorzhiev, Stanislav Malakhov, Tatiana Marshalkina, Roman Monkhoev, Elena Osipova, Alexander Pakhorukov, Leonid Pankov, Vasily Prosin, Frank Gerhard Schröder, Dmitry Shipilov, Alexey Zagorodnikov
• Towards the Tunka-Rex Virtual Observatory 17-25
  Pavel Bezyazeekov, Nikolai Budnev, Oleg Fedorov, Oleg Gress, Oleg Grishin, Andreas Haungs, Tim Huege, Yulia Kazarina, Matthias Kleifges, Dmitriy Kostunin, Elena Korosteleva, Leonid Kuzmichev, Vladimir Lenok, Nima Lubsandorzhiev, Stanislav Malakhov, Tatiana Marshalkina, Roman Monkhoev, Elena Osipova, Alexander Pakhorukov, Leonid Pankov, Vasily Prosin, Frank Gerhard Schröder, Dmitry Shipilov, Alexey Zagorodnikov
• Metadata Extraction from Raw Astroparticle Data of TAIGA Experiment 26-34
  Igor Bychkov, Elena Korosteleva, Alexandr Kryukov, Andrey Mikhailov, Minh-Duc Nguyen, Alexey Shigarov
• Provenance Metadata Management in Distributed Storages Using the Hyperledger Blockchain Platform 35-42
  Andrey Demichev, Julia Dubenskaya, Elena Fedotova, Alexander Kryukov, Stanislav Polyakov, Nikolay Prikhod'ko
• Improving the Effective Utilization of Supercomputer Resources by Adding Low-Priority Containerized Jobs 43-53
  Julia Dubenskaya, Stanislav Polyakov
• Towards a Global Analysis and Data Centre in Astroparticle Physics 54-62
  Andreas Haungs
• On the Use of Specifications of Binary File Formats for Analysis and Processing of Binary Scientific Data 63-77
  Alexei Hmelnov, Tianjiao Li
• Distributed Data Storage for Modern Astroparticle Physics Experiments 78-83
  Alexander Kryukov, Minh-Duc Nguyen, Igor Bychkov, Andrey Mikhailov, Alexey Shigarov, Julia Dubenskaya
• Data Aggregation in the Astroparticle Physics Distributed Data Storage 84-89
  Minh-Duc Nguyen, Alexander Kryukov, Julia Dubenskaya, Elena Korosteleva, Igor Bychkov, Andrey Mikhailov, Alexey Shigarov
• Deep Learning for Energy Estimation and Particle Identification in Gamma-ray Astronomy 90-99
  Evgeny Postnikov, Alexander Kryukov, Stanislav Polyakov, Dmitry Zhurov
• The Analysis of Current Neural Network Configuration Used to Predict the Critical Frequency foF2 of the Ionosphere 100-105
  Boris Salimov, Alexei Hmelnov, Oleg Berngardt
• Development of a Data Infrastructure for a Global Data and Analysis Center in Astroparticle Physics 106-113
  Victoria Tokareva, Andreas Haungs, Donghwa Kang, Dmitriy Kostunin, Frank Polgart, Doris Wochele, Jürgen Wochele
• Data Structure Adaption from Large-Scale Experiment for Public Re-Use 114-121
  Doris Wochele, Jürgen Wochele, Frank Polgart, Victoria Tokareva, Donghwa Kang, Andreas Haungs